Adaptive decoupling planning method for the product crowdsourcing design tasks based on knowledge reuse

作者:

Highlights:

• An RKR model is built for product crowdsourcing designs based on knowledge reuse.

• A HHIN solution framework is proposed for the automatic decoupling planning.

• The decomposition of design tasks is solved by the HITS-NetClus hybrid algorithm.

• The requirement-resource bilateral drivers are considered comprehensively.

摘要

•An RKR model is built for product crowdsourcing designs based on knowledge reuse.•A HHIN solution framework is proposed for the automatic decoupling planning.•The decomposition of design tasks is solved by the HITS-NetClus hybrid algorithm.•The requirement-resource bilateral drivers are considered comprehensively.

论文关键词:Crowdsourcing design,Adaptive decoupling planning method,HITS-NetClus hybrid algorithm,Knowledge reuse

论文评审过程:Received 29 August 2021, Revised 16 April 2022, Accepted 5 May 2022, Available online 3 June 2022, Version of Record 27 June 2022.

论文官网地址:https://doi.org/10.1016/j.eswa.2022.117525